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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPARC is not prognostic in Lung Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
593.2
Number of samples
497
Samples
Sample
Description
TPM
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
6029.4
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
4712.0
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
3682.7
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
3359.3
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
2981.8
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
2804.2
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
2348.8
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
2333.9
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
2322.2
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
2263.3
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
2061.3
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
2052.1
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
2007.6
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
1973.7
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
1955.6
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
1897.3
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
1803.8
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
1756.6
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
1687.2
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
1685.4
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
1675.7
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
1671.2
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
1629.4
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
1605.8
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
1587.7
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
1570.1
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
1529.5
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
1516.0
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
1512.2
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
1471.9
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
1455.7
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
1446.2
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
1431.3
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
1411.7
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
1396.5
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
1393.1
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
1393.0
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
1378.6
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
1368.3
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
1308.8
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
1289.0
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
1275.4
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
1274.6
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
1260.9
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
1253.8
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
1245.0
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
1236.5
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
1231.9
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
1231.8
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
1220.5
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
1204.5
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
1188.7
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
1170.6
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
1164.1
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
1158.1
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
1124.8
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
1115.7
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
1113.8
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
1111.2
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
1108.7
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
1094.6
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
1082.9
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
1082.7
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
1080.9
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
1050.9
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
1049.7
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
1045.1
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
1040.1
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
1030.6
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
1014.7
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
1006.0
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
988.6
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
974.6
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
965.3
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
956.7
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
953.8
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
950.4
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
949.4
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
948.8
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
930.5
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
918.7
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
918.3
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
917.3
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
909.1
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
900.1
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
894.3
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
894.1
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
887.1
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
885.9
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
884.2
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
876.3
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
865.8
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
861.8
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
858.9
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
854.6
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
853.1
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
853.0
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
842.5
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
842.1
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
840.9
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
832.4
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
832.2
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
820.7
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
819.0
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
816.5
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
815.3
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
807.0
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
798.9
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
794.3
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
787.1
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
782.9
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
782.8
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
778.6
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
775.3
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
771.9
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
771.2
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
766.6
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
753.0
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
749.9
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
745.7
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
745.4
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
742.9
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
740.7
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
740.7
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
733.9
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
731.5
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
728.8
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
713.8
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
713.6
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
698.4
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
690.4
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
683.2
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
682.2
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
676.4
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
676.2
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
676.1
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
672.8
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
671.9
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
669.6
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
667.6
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
667.5
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
667.3
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
663.9
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
651.8
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
650.1
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
649.1
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
646.0
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
640.4
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
640.3
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
639.1
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
638.3
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
637.5
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
636.0
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
635.8
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
631.0
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
623.4
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
622.2
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
620.9
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
617.2
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
616.3
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
614.5
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
609.7
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
609.6
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
606.5
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
603.4
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
602.9
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
600.7
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
597.9
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
597.5
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
595.6
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
593.0
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
592.6
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
592.0
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
586.8
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
585.3
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
584.8
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
583.1
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
583.0
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
579.0
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
567.7
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
565.2
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
564.8
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
563.2
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
563.1
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
559.7
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
556.7
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
556.0
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
552.8
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
552.5
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
542.3
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
536.2
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
535.5
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
534.4
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
532.9
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
532.5
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
530.2
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
530.0
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
529.1
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
521.6
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
520.7
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
520.0
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
518.5
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
514.4
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
511.5
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
505.8
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
504.4
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
502.3
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
496.9
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
495.9
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
495.7
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
495.1
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
493.0
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
489.1
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
487.6
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
486.6
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
483.9
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
481.1
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
480.7
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
477.4
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
475.5
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
469.7
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
468.6
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
468.3
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
467.9
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
466.0
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
466.0
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
464.5
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
463.3
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
460.7
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
459.9
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
459.8
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
459.1
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
457.5
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
457.5
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
454.7
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
446.9
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
446.8
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
446.0
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
443.8
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
443.7
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
443.6
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
442.7
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
440.8
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
440.4
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
440.1
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
438.6
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
437.8
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
437.7
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
437.2
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
437.0
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
436.9
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
431.7
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
431.3
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
429.8
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
426.4
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
426.4
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
425.7
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
425.6
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
425.5
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
421.3
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
421.0
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
417.6
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
416.6
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
415.5
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
412.1
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
408.1
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
407.6
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
406.5
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
403.5
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
402.1
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
400.9
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
398.4
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
397.8
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
397.1
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
394.6
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
394.1
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
393.5
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
391.3
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
389.9
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
388.4
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
388.0
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
387.1
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
387.1
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
386.8
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
385.0
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
385.0
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
384.4
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
384.0
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
381.1
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
375.1
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
374.2
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
373.1
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
370.4
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
368.0
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
367.8
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
367.7
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
366.8
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
366.6
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
364.1
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
363.0
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
362.7
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
362.7
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
361.9
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
354.8
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
354.1
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
352.3
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
349.0
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
347.0
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
345.6
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
343.9
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
342.4
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
342.3
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
342.0
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
341.8
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
341.5
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
340.5
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
340.1
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
340.0
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
339.2
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
337.8
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
336.5
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
336.4
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
335.7
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
332.3
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
332.2
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
331.8
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
329.4
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
329.1
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
328.4
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
327.6
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
326.3
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
326.1
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
325.6
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
325.1
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
316.2
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
312.6
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
309.4
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
307.7
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
306.6
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
305.8
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
304.7
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
303.6
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
300.5
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
300.1
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
299.3
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
299.1
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
299.1
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
297.2
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
297.1
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
296.9
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
294.1
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
293.8
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
293.6
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
292.3
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
291.1
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
288.8
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
288.7
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
288.2
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
287.5
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
285.7
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
282.8
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
281.3
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
281.1
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
280.8
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
280.4
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
279.5
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
279.4
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
278.6
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
270.0
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
269.5
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
268.8
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
268.2
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
264.8
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
264.5
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
263.9
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
262.9
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
256.7
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
255.0
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
254.9
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
253.2
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
252.7
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
251.3
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
250.3
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
248.9
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
248.1
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
248.1
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
245.2
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
245.2
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
242.6
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
240.8
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
235.9
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
234.9
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
234.9
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
234.5
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
233.0
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
229.6
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
229.6
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
227.6
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
223.7
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
223.4
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
222.8
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
221.9
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
219.5
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
215.4
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
214.3
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
214.0
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
212.3
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
209.7
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
209.3
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
205.1
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
203.8
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
203.4
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
200.9
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
198.3
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
196.9
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
195.8
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
188.3
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
188.3
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
187.3
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
186.6
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
184.3
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
181.5
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
180.6
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
180.3
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
177.6
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
176.7
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
175.6
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
175.2
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
174.9
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
174.0
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
173.7
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
171.3
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
171.0
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
169.7
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
169.3
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
168.7
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
164.5
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
163.2
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
161.0
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
160.4
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
157.0
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
153.8
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
153.8
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
153.5
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
151.8
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
151.4
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
151.0
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
149.4
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
147.3
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
144.2
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
143.8
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
143.7
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
142.5
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
141.9
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
140.0
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
138.2
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
136.4
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
135.4
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
132.0
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
128.4
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
125.6
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
124.5
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
123.6
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
119.9
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
119.3
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
118.3
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
118.3
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
116.2
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
114.6
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
106.3
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
101.4
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
94.3
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
90.0
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
86.3
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
84.3
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
83.8
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
82.1
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
80.2
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
78.3
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
78.1
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
76.6
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
74.5
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
72.7
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
71.1
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
66.1
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
65.2
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
65.1
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
63.9
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
57.1
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
55.2
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
44.3
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
42.5
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
39.6
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
29.3
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
25.7
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
23.7
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPARC is not prognostic in Lung Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
750.2
Number of samples
105
Samples
Sample
Description
TPM
L738
0 years, female, stage:Stage IB, dead, 1314 days
2295.5
L890
0 years, female, stage:Stage IIB, dead, 1264 days
2293.9
L663
0 years, female, stage:Stage IB, alive, 2018 days
2057.3
L617
0 years, male, stage:Stage IIIA, dead, 238 days
1954.5
L688
0 years, male, stage:Stage IIIA, dead, 789 days
1717.8
L400
0 years, male, stage:Stage IIA, dead, 1233 days
1497.7
L493
0 years, female, stage:Stage IIB, alive, 2945 days
1488.5
L879
0 years, male, stage:Stage IV, dead, 873 days
1461.3
L613
0 years, male, stage:Stage IIIA, dead, 19 days
1459.8
L827
0 years, male, stage:Stage IIB, dead, 1105 days
1377.5
L800
0 years, female, stage:Stage IA, dead, 2417 days
1330.7
L638
0 years, male, stage:Stage IA, alive, 2076 days
1322.9
L565
0 years, female, stage:Stage IB, dead, 543 days
1292.4
L678
0 years, female, stage:Stage IB, dead, 1114 days
1289.5
L541
0 years, female, stage:Stage IIIA, dead, 915 days
1277.9
L838
0 years, female, stage:Stage IA, dead, 1005 days
1185.9
L695
0 years, female, stage:Stage IB, dead, 1762 days
1180.4
L605
0 years, female, stage:Stage IA, alive, 2460 days
1104.4
L599
0 years, male, stage:Stage IB, dead, 2083 days
1100.2
L871
0 years, male, stage:Stage IB, dead, 873 days
1096.2
L440
0 years, male, stage:Stage IIB, dead, 651 days
1056.7
L766
0 years, male, stage:Stage IB, alive, 1793 days
1056.1
L746
0 years, female, stage:Stage IIIA, dead, 594 days
1033.4
L828
0 years, female, stage:Stage IIB, alive, 2222 days
1030.2
L585
0 years, female, stage:Stage IIA, dead, 402 days
1025.8
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
1025.5
L735
0 years, female, stage:Stage IA, alive, 1830 days
966.6
L616
0 years, male, stage:Stage IA, dead, 410 days
961.1
L569
0 years, female, stage:Stage IA, alive, 2531 days
933.1
L778
0 years, female, stage:Stage IA, alive, 1600 days
880.5
L551
0 years, male, stage:Stage IA, alive, 2924 days
870.9
L566
0 years, male, stage:Stage IB, alive, 2489 days
852.3
L689
0 years, male, stage:Stage IA, alive, 1943 days
830.9
L877
0 years, female, stage:Stage IA, alive, 1599 days
816.8
L458
0 years, female, stage:Stage IA, dead, 223 days
782.6
L530
0 years, female, stage:Stage IIA, dead, 308 days
768.5
L673
0 years, female, stage:Stage IA, dead, 568 days
768.5
L531
0 years, male, stage:Stage IB, dead, 928 days
755.8
L875
0 years, female, stage:Stage IA, alive, 1675 days
748.9
L543
0 years, male, stage:Stage IA, alive, 2711 days
745.2
L725
0 years, female, stage:Stage IA, alive, 1830 days
733.5
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
723.8
L731
0 years, female, stage:Stage IA, dead, 964 days
723.1
L404
0 years, female, stage:Stage IIA, dead, 2318 days
719.3
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
710.1
L620
0 years, female, stage:Stage IIIA, dead, 338 days
706.3
L546
0 years, male, stage:Stage IA, dead, 973 days
693.2
L791
0 years, female, stage:Stage IIIA, dead, 368 days
687.4
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
682.5
L816
0 years, female, stage:Stage IIA, dead, 353 days
680.7
L545
0 years, female, stage:Stage IA, alive, 2874 days
675.6
L601
0 years, male, stage:Stage IB, dead, 2068 days
671.2
L885
0 years, female, stage:Stage IA, alive, 1618 days
650.8
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
641.9
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
639.9
L887
0 years, male, stage:Stage IA, dead, 374 days
636.8
L810
0 years, female, stage:Stage IIIA, dead, 625 days
625.9
L773
0 years, female, stage:Stage IV, dead, 311 days
611.5
L656
0 years, male, stage:Stage IA, alive, 2227 days
589.6
L682
0 years, female, stage:Stage IIB, dead, 840 days
582.8
L413
0 years, female, stage:Stage IIIA, dead, 313 days
582.8
L872
0 years, female, stage:Stage IA, alive, 1793 days
580.0
L826
0 years, female, stage:Stage IV, dead, 935 days
579.7
L867
0 years, female, stage:Stage IIIA, dead, 317 days
574.3
L703
0 years, male, stage:Stage IIA, dead, 1137 days
567.6
L831
0 years, female, stage:Stage IB, alive, 2152 days
556.3
L662
0 years, male, stage:Stage IA, dead, 865 days
555.6
L462
0 years, male, stage:Stage IIIA, dead, 568 days
540.5
L561
0 years, female, stage:Stage IA, alive, 2543 days
534.8
L832
0 years, female, stage:Stage IA, alive, 2145 days
521.8
L532
0 years, female, stage:Stage IA, dead, 301 days
507.8
L504
0 years, female, stage:Stage IA, dead, 1295 days
497.8
L814
0 years, male, stage:Stage IIIA, alive, 2466 days
486.9
L603
0 years, female, stage:Stage IB, dead, 972 days
474.5
L439
0 years, male, stage:Stage IIB, dead, 2773 days
473.5
L607
0 years, male, stage:Stage IB, alive, 2572 days
470.8
L768
0 years, male, stage:Stage IIIA, dead, 472 days
470.1
L484
0 years, female, stage:Stage IA, alive, 2895 days
458.7
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
452.7
L683
0 years, female, stage:Stage IIA, dead, 612 days
452.6
L808
0 years, female, stage:Stage IA, alive, 3001 days
434.4
L630
0 years, female, stage:Stage IA, dead, 1733 days
430.1
L865
0 years, female, stage:Stage IIB, alive, 1927 days
425.4
L710
0 years, female, stage:Stage IIA, alive, 1775 days
425.3
L401
0 years, male, stage:Stage IIIA, dead, 1888 days
424.4
L749
0 years, female, stage:Stage IIIA, dead, 189 days
422.2
L455
0 years, female, stage:Stage IA, alive, 3315 days
412.6
L557
0 years, female, stage:Stage IB, alive, 2580 days
373.8
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
363.4
L842
0 years, female, stage:Stage IB, alive, 2005 days
337.0
L802
0 years, female, stage:Stage IA, dead, 773 days
309.9
L473
0 years, female, stage:Stage IA, alive, 3021 days
308.4
L728
0 years, male, stage:Stage IIB, dead, 1128 days
297.6
L880
0 years, female, stage:Stage IA, alive, 1767 days
289.8
L873
0 years, female, stage:Stage IA, alive, 1740 days
253.8
L593
0 years, male, stage:Stage IA, dead, 2436 days
247.6
L606
0 years, male, stage:Stage IA, alive, 2336 days
245.1
L829
0 years, male, stage:Stage IA, alive, 2173 days
226.9
L850
0 years, male, stage:Stage IIIA, dead, 997 days
217.0
L626
0 years, female, stage:Stage IA, dead, 1994 days
215.0
L596
0 years, female, stage:Stage IA, alive, 2319 days
212.3
L446
0 years, female, stage:Stage IIB, dead, 415 days
184.7
L602
0 years, female, stage:Stage IA, alive, 2277 days
117.5
L782
0 years, female, stage:Stage IIB, alive, 3371 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPARC is not prognostic in Lung Squamous Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
700.4
Number of samples
489
Samples
Sample
Description
TPM
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
6186.1
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
4623.9
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
3957.7
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
3697.4
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
3606.8
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
3521.1
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
3454.6
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
3207.9
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
3156.7
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
2956.7
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
2901.9
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
2533.7
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
2489.8
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
2403.0
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
2394.7
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
2301.4
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
2295.3
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
2210.4
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
2144.5
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
2108.8
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
2107.3
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
2104.5
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
2094.3
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
2014.2
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
1997.0
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
1994.4
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
1949.5
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
1911.7
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
1891.1
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
1849.0
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
1845.9
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
1800.5
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
1793.7
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
1785.5
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
1755.3
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
1750.0
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
1704.3
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
1625.8
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
1620.2
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
1619.8
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
1614.5
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
1613.6
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
1603.1
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
1602.5
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
1586.1
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
1583.5
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
1574.7
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
1553.3
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
1534.5
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
1507.4
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
1498.4
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
1478.4
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
1475.8
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
1461.9
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
1451.0
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
1450.9
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
1448.7
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
1432.4
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
1410.8
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
1392.9
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
1387.7
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
1386.4
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
1379.2
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
1372.3
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
1354.0
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
1348.9
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
1345.2
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
1340.2
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
1326.5
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
1314.8
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
1312.4
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
1249.1
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
1241.3
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
1238.2
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
1223.4
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
1223.2
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
1198.5
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
1186.1
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
1184.7
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
1182.0
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
1179.8
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
1175.4
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
1174.5
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
1172.0
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
1167.5
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
1155.1
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
1137.9
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
1129.0
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
1128.6
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
1124.8
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
1091.8
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
1087.9
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
1083.2
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
1080.1
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
1078.6
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
1077.4
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
1075.0
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
1074.4
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
1074.3
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
1058.3
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
1057.4
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
1050.7
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
1043.4
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
1039.3
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
1036.4
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
1022.7
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
1014.3
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
1013.6
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
1013.5
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
1007.4
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
999.4
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
981.6
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
980.0
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
974.0
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
973.3
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
968.8
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
968.7
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
961.6
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
947.2
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
946.9
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
944.9
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
941.6
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
941.5
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
940.4
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
927.2
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
920.6
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
918.1
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
914.7
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
903.9
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
886.7
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
883.6
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
879.9
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
874.2
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
871.9
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
870.6
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
863.4
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
858.7
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
852.4
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
850.1
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
847.8
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
829.8
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
824.7
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
824.1
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
820.5
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
816.2
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
797.9
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
796.8
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
787.6
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
787.4
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
782.9
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
778.9
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
777.8
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
775.3
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
772.9
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
763.1
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
762.6
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
758.1
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
757.5
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
750.5
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
742.9
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
742.8
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
728.7
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
727.4
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
726.6
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
722.5
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
714.5
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
713.4
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
706.2
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
705.5
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
705.1
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
702.9
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
693.9
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
675.3
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
664.6
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
659.8
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
659.7
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
654.9
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
652.8
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
652.0
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
648.2
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
645.4
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
645.1
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
642.8
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
636.8
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
636.0
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
631.0
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
629.9
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
629.2
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
628.8
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
626.3
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
624.8
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
622.4
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
622.2
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
621.6
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
621.1
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
615.5
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
613.7
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
613.3
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
606.3
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
601.1
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
599.3
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
596.0
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
594.3
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
584.0
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
583.7
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
580.6
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
579.6
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
578.3
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
575.4
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
572.6
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
571.4
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
570.5
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
570.4
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
563.2
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
561.8
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
554.9
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
546.0
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
541.6
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
541.2
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
535.9
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
533.8
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
532.9
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
530.2
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
520.0
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
519.6
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
519.3
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
516.9
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
514.6
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
511.7
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
511.0
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
510.1
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
509.2
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
506.4
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
506.1
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
504.7
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
501.3
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
494.4
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
493.5
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
492.9
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
490.0
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
489.6
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
484.6
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
483.0
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
475.4
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
468.9
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
468.4
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
468.2
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
461.3
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
461.0
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
459.7
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
459.6
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
456.3
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
453.3
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
450.3
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
449.7
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
445.2
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
438.6
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
434.3
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
433.7
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
433.2
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
431.1
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
430.3
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
427.6
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
424.3
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
420.0
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
417.7
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
416.3
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
416.0
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
398.0
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
397.4
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
396.1
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
396.0
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
395.9
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
394.8
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
384.8
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
382.2
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
382.1
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
382.0
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
381.6
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
379.3
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
377.8
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
375.7
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
375.5
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
375.3
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
373.2
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
370.3
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
369.3
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
369.2
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
369.1
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
368.9
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
367.7
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
367.4
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
367.1
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
366.0
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
364.8
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
364.5
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
362.2
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
360.7
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
360.2
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
359.2
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
359.0
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
357.8
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
356.1
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
355.7
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
354.3
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
351.7
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
350.5
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
349.8
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
349.3
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
347.9
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
343.6
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
343.4
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
342.3
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
339.2
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
338.5
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
336.1
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
335.9
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
335.8
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
334.9
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
331.6
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
330.2
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
327.9
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
327.8
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
327.2
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
322.5
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
321.2
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
319.0
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
317.6
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
314.8
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
314.3
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
313.9
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
313.2
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
312.7
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
311.0
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
310.7
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
310.2
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
305.6
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
299.3
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
297.6
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
296.9
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
295.8
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
295.3
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
294.5
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
293.0
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
292.0
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
289.5
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
288.7
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
286.1
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
285.3
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
283.7
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
283.4
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
282.9
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
279.2
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
278.1
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
277.4
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
275.7
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
275.1
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
269.6
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
269.1
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
268.5
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
262.6
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
260.3
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
256.4
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
255.0
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
252.4
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
250.8
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
250.7
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
250.3
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
250.0
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
247.8
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
243.6
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
239.7
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
239.0
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
236.7
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
236.2
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
235.3
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
233.7
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
233.5
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
232.6
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
231.0
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
228.9
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
228.3
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
227.9
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
223.4
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
223.0
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
222.3
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
221.6
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
221.4
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
220.4
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
216.6
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
215.3
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
215.3
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
214.6
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
211.5
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
210.8
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
209.1
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
209.0
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
203.6
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
202.9
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
201.9
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
200.9
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
199.4
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
198.1
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
196.8
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
187.3
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
185.7
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
185.6
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
179.2
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
172.6
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
171.9
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
171.6
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
171.2
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
170.2
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
170.0
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
168.9
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
167.0
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
166.6
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
166.4
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
166.3
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
166.1
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
164.7
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
163.9
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
163.3
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
161.3
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
158.1
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
157.7
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
154.4
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
153.3
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
151.4
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
149.3
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
148.2
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
147.5
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
147.4
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
144.0
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
143.4
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
141.6
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
141.5
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
139.9
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
137.7
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
128.3
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
123.7
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
122.1
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
121.9
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
121.3
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
119.7
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
116.9
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
114.2
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
114.2
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
112.1
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
109.9
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
103.5
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
100.5
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
100.1
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
100.1
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
97.3
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
96.8
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
96.6
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
94.1
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
93.1
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
92.7
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
90.5
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
90.1
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
90.1
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
90.0
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
89.8
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
89.7
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
85.7
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
83.0
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
79.8
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
78.8
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
66.8
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
66.8
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
63.8
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
63.5
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
63.2
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
62.1
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
58.7
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
57.7
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
54.6
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
51.2
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
47.5
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
46.7
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
43.1
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
43.1
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
41.0
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
31.1
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
29.3
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
21.8
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPARC is not prognostic in Lung Squamous Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
892.8
Number of samples
68
Samples
Sample
Description
TPM
L723
0 years, male, stage:Stage IIA, dead, 433 days
3690.0
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
3193.2
L824
0 years, male, stage:Stage IA, dead, 665 days
2451.1
L459
0 years, male, stage:Stage IIA, alive, 3181 days
2211.1
L483
0 years, male, stage:Stage IB, dead, 77 days
2069.5
L767
0 years, male, stage:Stage IA, alive, 1718 days
1904.4
L642
0 years, male, stage:Stage IB, dead, 1167 days
1876.9
L685
0 years, female, stage:Stage IIB, alive, 1944 days
1813.8
L715
0 years, female, stage:Stage IIIA, dead, 150 days
1525.5
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
1389.0
L788
0 years, female, stage:Stage IA, alive, 3385 days
1354.0
L488
0 years, female, stage:Stage IIA, alive, 2993 days
1296.2
L563
0 years, female, stage:Stage IIB, dead, 1216 days
1293.9
L756
0 years, male, stage:Stage IB, alive, 1796 days
1153.5
L652
0 years, male, stage:Stage IA, dead, 5 days
1140.4
L820
0 years, female, stage:Stage IA, alive, 2405 days
1068.9
L655
0 years, male, stage:Stage IIA, dead, 1603 days
1060.9
L712
0 years, male, stage:Stage IA, alive, 1698 days
1055.4
L760
0 years, male, stage:Stage IIA, alive, 1895 days
1051.6
L472
0 years, male, stage:Stage IB, dead, 423 days
1043.7
L650
0 years, female, stage:Stage IB, dead, 986 days
1011.7
L860
0 years, male, stage:Stage IA, alive, 2056 days
1008.7
L856
0 years, male, stage:Stage IA, dead, 1465 days
989.8
L633
0 years, female, stage:Stage IA, alive, 2102 days
957.9
L604
0 years, male, stage:Stage IIA, dead, 286 days
907.0
L852
0 years, male, stage:Stage IB, dead, 700 days
898.3
L559
0 years, male, stage:Stage IIB, alive, 2615 days
892.0
L534
0 years, male, stage:Stage IIA, alive, 2693 days
891.5
L447
0 years, male, stage:Stage IIB, alive, 3203 days
828.1
L661
0 years, male, stage:Stage IA, dead, 1123 days
812.5
L406
0 years, male, stage:Stage IA, alive, 3057 days
802.3
L739
0 years, female, stage:Stage IIIA, dead, 352 days
798.0
L592
0 years, male, stage:Stage IB, alive, 2368 days
769.9
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
741.4
L886
0 years, male, stage:Stage IB, dead, 1932 days
696.8
L644
0 years, male, stage:Stage IA, dead, 282 days
634.5
L758
0 years, male, stage:Stage IA, dead, 1562 days
615.4
L442
0 years, female, stage:Stage IB, dead, 2433 days
609.3
L736
0 years, male, stage:Stage IA, dead, 1195 days
592.9
L719
0 years, male, stage:Stage IB, alive, 1615 days
578.5
L753
0 years, male, stage:Stage IIA, alive, 1705 days
574.5
L490
0 years, male, stage:Stage IA, dead, 716 days
572.2
L884
0 years, male, stage:Stage IIA, alive, 1627 days
565.6
L747
0 years, female, stage:Stage IA, dead, 1112 days
554.8
L744
0 years, male, stage:Stage IA, alive, 1614 days
543.7
L420
0 years, female, stage:Stage IIB, dead, 295 days
540.4
L470
0 years, female, stage:Stage IB, dead, 1774 days
518.2
L658
0 years, female, stage:Stage IIB, alive, 2083 days
481.0
L529
0 years, female, stage:Stage IA, alive, 2775 days
477.0
L466
0 years, female, stage:Stage IIIA, dead, 412 days
476.3
L568
0 years, female, stage:Stage IIB, dead, 71 days
461.2
L456
0 years, male, stage:Stage IIA, dead, 1660 days
417.2
L864
0 years, female, stage:Stage IA, alive, 2192 days
397.8
L464
0 years, male, stage:Stage IB, dead, 1935 days
394.9
L586
0 years, male, stage:Stage IIA, dead, 784 days
393.3
L858
0 years, female, stage:Stage IIB, dead, 558 days
389.9
L755
0 years, male, stage:Stage IIA, dead, 227 days
366.8
L881
0 years, male, stage:Stage IB, alive, 1752 days
361.7
L444
0 years, female, stage:Stage IIB, alive, 3337 days
307.6
L572
0 years, male, stage:Stage IA, alive, 2532 days
304.0
L854
0 years, female, stage:Stage IB, alive, 2256 days
300.1
L496
0 years, male, stage:Stage IB, alive, 2761 days
296.2
L818
0 years, male, stage:Stage IB, alive, 2480 days
268.6
L539
0 years, male, stage:Stage IB, dead, 370 days
263.4
L468
0 years, male, stage:Stage IB, alive, 3004 days
263.2
L457
0 years, female, stage:Stage IIA, alive, 2901 days
241.9
L608
0 years, male, stage:Stage IA, alive, 2350 days
207.3
L857
0 years, male, stage:Stage IB, dead, 226 days
95.4
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0090700003
Tumor
1.6
CPT0001580009
Tumor
1.0
CPT0091860003
Tumor
1.0
CPT0084140003
Tumor
0.9
CPT0086750003
Tumor
0.8
CPT0125810003
Tumor
0.8
CPT0053040004
Tumor
0.8
CPT0001380003
Tumor
0.7
CPT0118160003
Tumor
0.7
CPT0097580003
Tumor
0.6
CPT0066890003
Tumor
0.6
CPT0118240003
Normal
0.6
CPT0052170004
Tumor
0.6
CPT0001590003
Normal
0.6
CPT0104970003
Tumor
0.5
CPT0000920017
Tumor
0.5
CPT0113990003
Tumor
0.5
CPT0091240003
Tumor
0.5
CPT0014860003
Tumor
0.4
CPT0105940003
Tumor
0.4
CPT0066780003
Tumor
0.4
CPT0023310003
Tumor
0.4
CPT0011930003
Normal
0.4
CPT0146780004
Tumor
0.4
CPT0097600003
Normal
0.4
CPT0146980004
Tumor
0.4
CPT0090860003
Tumor
0.4
CPT0082740004
Tumor
0.4
CPT0090570004
Tumor
0.4
CPT0001660013
Tumor
0.4
CPT0105630003
Tumor
0.4
CPT0148280004
Tumor
0.4
CPT0118570003
Tumor
0.3
CPT0086320003
Normal
0.3
CPT0118620003
Tumor
0.3
CPT0106100003
Normal
0.3
CPT0105610003
Normal
0.3
CPT0105060003
Tumor
0.3
CPT0092250003
Normal
0.3
CPT0063810003
Tumor
0.3
CPT0105710003
Tumor
0.3
CPT0067450003
Tumor
0.3
CPT0066930003
Normal
0.3
CPT0082770003
Normal
0.3
CPT0147500003
Normal
0.3
CPT0014260003
Tumor
0.3
CPT0067940003
Tumor
0.3
CPT0051690004
Tumor
0.3
CPT0117970003
Tumor
0.3
CPT0091870003
Normal
0.3
CPT0069360003
Tumor
0.3
CPT0001810003
Normal
0.2
CPT0063840003
Normal
0.2
CPT0092530003
Tumor
0.2
CPT0008450003
Tumor
0.2
CPT0001070003
Normal
0.2
CPT0114840003
Tumor
0.2
CPT0118200003
Tumor
0.2
CPT0063750003
Normal
0.2
CPT0110980004
Tumor
0.2
CPT0090370003
Normal
0.2
CPT0118180003
Normal
0.2
CPT0021450003
Tumor
0.2
CPT0113220003
Normal
0.2
CPT0147980004
Tumor
0.2
CPT0082890003
Normal
0.2
CPT0105550003
Normal
0.2
CPT0067250003
Tumor
0.2
CPT0083140003
Normal
0.2
CPT0067070003
Tumor
0.2
CPT0109680004
Tumor
0.2
CPT0111590003
Normal
0.2
CPT0104760003
Normal
0.2
CPT0052940004
Tumor
0.2
CPT0084170003
Normal
0.2
CPT0106110003
Tumor
0.2
CPT0147600003
Normal
0.2
CPT0070080003
Normal
0.1
CPT0105230003
Tumor
0.1
CPT0104650003
Normal
0.1
CPT0147380004
Tumor
0.1
CPT0146600003
Normal
0.1
CPT0112060003
Tumor
0.1
CPT0148180004
Tumor
0.1
CPT0147580004
Tumor
0.1
CPT0125830003
Normal
0.1
CPT0112080003
Normal
0.1
CPT0013880003
Tumor
0.1
CPT0118890003
Normal
0.1
CPT0068100003
Tumor
0.1
CPT0147900003
Normal
0.1
CPT0086310003
Tumor
0.1
CPT0118830003
Normal
0.1
CPT0090900004
Normal
0.1
CPT0105330003
Tumor
0.1
CPT0105600003
Tumor
0.1
CPT0011750003
Normal
0.1
CPT0083780003
Tumor
0.1
CPT0098130003
Tumor
0.1
CPT0109710003
Normal
0.0
CPT0089360003
Normal
0.0
CPT0105510003
Tumor
0.0
CPT0090600003
Normal
0.0
CPT0105270003
Tumor
0.0
CPT0090720003
Normal
0.0
CPT0083420003
Normal
0.0
CPT0110890003
Normal
0.0
CPT0015420003
Normal
0.0
CPT0109850003
Normal
0.0
CPT0067110003
Normal
0.0
CPT0105740003
Normal
0.0
CPT0105370004
Normal
0.0
CPT0147880004
Tumor
0.0
CPT0086770003
Normal
0.0
CPT0014290003
Normal
0.0
CPT0066810003
Normal
0.0
CPT0148200003
Normal
0.0
CPT0092930003
Tumor
0.0
CPT0147080004
Tumor
0.0
CPT0148100003
Normal
0.0
CPT0008410003
Tumor
0.0
CPT0069700003
Tumor
0.0
CPT0146800003
Normal
0.0
CPT0109700003
Normal
0.0
CPT0067620003
Tumor
0.0
CPT0148300003
Normal
0.0
CPT0118650003
Normal
0.0
CPT0067770003
Normal
0.0
CPT0079850003
Normal
0.0
CPT0069720003
Normal
-0.1
CPT0102480003
Normal
-0.1
CPT0114690003
Normal
-0.1
CPT0111480003
Normal
-0.1
CPT0105250003
Normal
-0.1
CPT0118600003
Normal
-0.1
CPT0070060003
Tumor
-0.1
CPT0115070003
Tumor
-0.1
CPT0114660004
Tumor
-0.1
CPT0014930003
Normal
-0.1
CPT0069520003
Tumor
-0.1
CPT0067950003
Normal
-0.1
CPT0115090003
Normal
-0.1
CPT0082850004
Tumor
-0.1
CPT0114010003
Normal
-0.1
CPT0090170004
Tumor
-0.1
CPT0062810003
Normal
-0.1
CPT0118810003
Tumor
-0.1
CPT0023320003
Normal
-0.1
CPT0147000003
Normal
-0.1
CPT0001690003
Normal
-0.1
CPT0015410003
Tumor
-0.2
CPT0118010003
Normal
-0.2
CPT0079830003
Tumor
-0.2
CPT0000930003
Normal
-0.2
CPT0068650003
Normal
-0.2
CPT0105010004
Normal
-0.2
CPT0068610003
Tumor
-0.2
CPT0109760003
Normal
-0.2
CPT0148000003
Normal
-0.2
CPT0068830003
Normal
-0.2
CPT0091260003
Normal
-0.2
CPT0147100003
Normal
-0.2
CPT0083100003
Tumor
-0.2
CPT0013600003
Tumor
-0.2
CPT0069370003
Normal
-0.2
CPT0105980003
Normal
-0.2
CPT0001960003
Tumor
-0.2
CPT0068800003
Tumor
-0.2
CPT0013910003
Normal
-0.2
CPT0118360003
Normal
-0.2
CPT0104630003
Tumor
-0.2
CPT0001390003
Normal
-0.2
CPT0146700003
Normal
-0.2
CPT0011710004
Tumor
-0.2
CPT0013630003
Normal
-0.2
CPT0147480004
Tumor
-0.3
CPT0109830004
Tumor
-0.3
CPT0001970003
Normal
-0.3
CPT0090200003
Normal
-0.3
CPT0069550003
Normal
-0.3
CPT0102450003
Tumor
-0.3
CPT0092940003
Normal
-0.3
CPT0008420003
Normal
-0.3
CPT0068130003
Normal
-0.3
CPT0021490003
Normal
-0.3
CPT0083810003
Normal
-0.3
CPT0055100004
Tumor
-0.3
CPT0147400003
Normal
-0.3
CPT0110860004
Tumor
-0.3
CPT0109740004
Tumor
-0.3
CPT0111300003
Tumor
-0.3
CPT0063730003
Tumor
-0.3
CPT0067470004
Normal
-0.3
CPT0104750003
Tumor
-0.3
CPT0001800013
Tumor
-0.4
CPT0113210003
Tumor
-0.4
CPT0118880003
Tumor
-0.4
CPT0109720004
Tumor
-0.4
CPT0001060010
Tumor
-0.4
CPT0067290003
Normal
-0.4
CPT0092240003
Tumor
-0.4
CPT0105190003
Normal
-0.5
CPT0105680003
Normal
-0.5
CPT0146880004
Tumor
-0.5
CPT0114880003
Normal
-0.5
CPT0090340003
Tumor
-0.6
CPT0083390004
Tumor
-0.7
CPT0118340003
Tumor
-0.7
CPT0089340003
Tumor
-0.8
CPT0011910004
Tumor
-0.8
CPT0146680004
Tumor
-1.1
CPT0146580004
Tumor
N/A
CPT0148080004
Tumor
N/A
Show allShow less
LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
212
Samples
Sample ID
Sample type
nRPX
CPT0147180004
Tumor
1.6
CPT0112580003
Tumor
1.3
CPT0090440003
Tumor
1.2
CPT0136640003
Tumor
1.1
CPT0218310003
Normal
1.0
CPT0234560003
Tumor
1.0
CPT0091820003
Tumor
1.0
CPT0130030003
Tumor
1.0
CPT0219360003
Tumor
1.0
CPT0209040003
Normal
1.0
CPT0202170003
Tumor
0.9
CPT0209020004
Tumor
0.9
CPT0126470003
Normal
0.9
CPT0186180003
Tumor
0.9
CPT0112650003
Tumor
0.9
CPT0187380003
Normal
0.8
CPT0236420003
Tumor
0.8
CPT0197150003
Tumor
0.7
CPT0091610003
Tumor
0.7
CPT0175390003
Tumor
0.7
CPT0241170003
Tumor
0.6
CPT0207250003
Normal
0.6
CPT0204820003
Normal
0.6
CPT0208780003
Normal
0.6
CPT0175260003
Tumor
0.6
CPT0202220004
Normal
0.5
CPT0098800003
Normal
0.5
CPT0197210003
Tumor
0.5
CPT0023470003
Tumor
0.5
CPT0126390003
Tumor
0.5
CPT0202350004
Tumor
0.4
CPT0126810003
Tumor
0.4
CPT0202720003
Tumor
0.4
CPT0175560003
Tumor
0.4
CPT0237060004
Tumor
0.4
CPT0202740003
Normal
0.4
CPT0111150004
Tumor
0.4
CPT0079050003
Tumor
0.4
CPT0237970004
Tumor
0.3
CPT0221200003
Tumor
0.3
CPT0191860003
Tumor
0.3
CPT0238110004
Tumor
0.3
CPT0234930004
Tumor
0.3
CPT0098770003
Tumor
0.3
CPT0197090003
Tumor
0.3
CPT0187370003
Tumor
0.3
CPT0001020003
Tumor
0.3
CPT0146380004
Tumor
0.3
CPT0204600003
Tumor
0.3
CPT0190550003
Tumor
0.3
CPT0237710003
Normal
0.2
CPT0197740003
Tumor
0.2
CPT0186210003
Normal
0.2
CPT0126740003
Tumor
0.2
CPT0146500003
Normal
0.2
CPT0130410003
Tumor
0.2
CPT0063480003
Tumor
0.2
CPT0219390003
Normal
0.2
CPT0126450003
Tumor
0.2
CPT0112600003
Normal
0.2
CPT0091050003
Tumor
0.2
CPT0237410004
Tumor
0.2
CPT0204990003
Tumor
0.2
CPT0111000004
Normal
0.2
CPT0175410003
Normal
0.2
CPT0204800003
Tumor
0.2
CPT0089880003
Tumor
0.2
CPT0191930003
Normal
0.2
CPT0233120003
Tumor
0.2
CPT0007740003
Tumor
0.2
CPT0234580003
Normal
0.2
CPT0069900003
Normal
0.2
CPT0104930003
Tumor
0.1
CPT0136660003
Normal
0.1
CPT0117720003
Tumor
0.1
CPT0115860003
Normal
0.1
CPT0010060003
Normal
0.1
CPT0126830003
Normal
0.1
CPT0237430003
Normal
0.1
CPT0128900003
Normal
0.1
CPT0217490003
Normal
0.1
CPT0130070003
Normal
0.1
CPT0175270003
Normal
0.1
CPT0086260003
Tumor
0.1
CPT0225470003
Normal
0.1
CPT0083990003
Normal
0.1
CPT0241210003
Normal
0.1
CPT0007760003
Normal
0.1
CPT0218280003
Tumor
0.1
CPT0221660003
Normal
0.1
CPT0147700003
Normal
0.1
CPT0237080003
Normal
0.1
CPT0091620003
Normal
0.1
CPT0237210003
Normal
0.1
CPT0079100003
Tumor
0.1
CPT0223820003
Normal
0.0
CPT0207210003
Tumor
0.0
CPT0202400004
Normal
0.0
CPT0221650003
Tumor
0.0
CPT0087210003
Normal
0.0
CPT0175120003
Tumor
0.0
CPT0197860003
Normal
0.0
CPT0197100003
Normal
0.0
CPT0209490003
Tumor
0.0
CPT0108560003
Tumor
0.0
CPT0128890003
Tumor
0.0
CPT0232690003
Normal
0.0
CPT0245790003
Normal
0.0
CPT0112720003
Tumor
0.0
CPT0063440003
Normal
0.0
CPT0068280003
Tumor
0.0
CPT0102840003
Normal
0.0
CPT0086270003
Normal
0.0
CPT0227420003
Normal
0.0
CPT0063430003
Tumor
-0.1
CPT0112660003
Normal
-0.1
CPT0227400003
Tumor
-0.1
CPT0064050003
Normal
-0.1
CPT0102790003
Tumor
-0.1
CPT0233160003
Normal
-0.1
CPT0204660003
Normal
-0.1
CPT0197170003
Normal
-0.1
CPT0126400003
Normal
-0.1
CPT0083980003
Tumor
-0.1
CPT0191750003
Normal
-0.1
CPT0130310003
Normal
-0.1
CPT0222740003
Normal
-0.1
CPT0221220003
Normal
-0.1
CPT0147200003
Normal
-0.1
CPT0192540004
Tumor
-0.1
CPT0208770003
Tumor
-0.1
CPT0023500003
Normal
-0.1
CPT0234950004
Normal
-0.1
CPT0232670003
Tumor
-0.1
CPT0233640003
Normal
-0.1
CPT0233330003
Normal
-0.2
CPT0237200004
Tumor
-0.2
CPT0126670003
Tumor
-0.2
CPT0234820003
Normal
-0.2
CPT0197480003
Tumor
-0.2
CPT0183270003
Normal
-0.2
CPT0123370003
Normal
-0.2
CPT0105420003
Tumor
-0.2
CPT0233600003
Tumor
-0.2
CPT0079110003
Normal
-0.2
CPT0126760003
Normal
-0.2
CPT0104950003
Normal
-0.2
CPT0209510003
Normal
-0.2
CPT0195520003
Normal
-0.2
CPT0202580004
Normal
-0.2
CPT0202040003
Normal
-0.2
CPT0217420003
Tumor
-0.2
CPT0196820003
Normal
-0.2
CPT0108600003
Normal
-0.2
CPT0112730003
Normal
-0.2
CPT0234790003
Tumor
-0.2
CPT0186130003
Tumor
-0.2
CPT0236430003
Normal
-0.3
CPT0105430003
Normal
-0.3
CPT0101130003
Tumor
-0.3
CPT0063500003
Normal
-0.3
CPT0175160003
Normal
-0.3
CPT0146400003
Normal
-0.3
CPT0227020003
Tumor
-0.3
CPT0064040003
Tumor
-0.3
CPT0104380003
Normal
-0.3
CPT0104360003
Tumor
-0.3
CPT0192590004
Normal
-0.3
CPT0237690004
Tumor
-0.3
CPT0238130003
Normal
-0.3
CPT0245780003
Tumor
-0.3
CPT0130270003
Tumor
-0.3
CPT0223790003
Tumor
-0.3
CPT0117770003
Normal
-0.3
CPT0123350003
Tumor
-0.3
CPT0183250004
Tumor
-0.4
CPT0227070003
Normal
-0.4
CPT0245890003
Normal
-0.4
CPT0237570003
Normal
-0.4
CPT0245830003
Tumor
-0.4
CPT0245840003
Normal
-0.4
CPT0197520003
Normal
-0.4
CPT0010050003
Tumor
-0.4
CPT0202530004
Tumor
-0.4
CPT0112550003
Normal
-0.4
CPT0237990003
Normal
-0.4
CPT0186140003
Normal
-0.4
CPT0001030003
Normal
-0.4
CPT0091090003
Normal
-0.4
CPT0205000003
Normal
-0.4
CPT0069890003
Tumor
-0.4
CPT0237780003
Normal
-0.4
CPT0245880003
Tumor
-0.4
CPT0195510003
Tumor
-0.4
CPT0130440004
Normal
-0.5
CPT0087190003
Tumor
-0.5
CPT0068320003
Normal
-0.5
CPT0225380003
Tumor
-0.5
CPT0079060003
Normal
-0.5
CPT0233320003
Tumor
-0.6
CPT0202020008
Tumor
-0.6
CPT0147680004
Tumor
-0.6
CPT0197380003
Normal
-0.6
CPT0146480004
Tumor
-0.6
CPT0237550004
Tumor
-0.7
CPT0191710003
Tumor
-0.7
CPT0196810003
Tumor
-0.7
CPT0112540003
Tumor
-0.7
CPT0115830003
Tumor
-0.8
CPT0126530003
Tumor
-0.8
CPT0237760003
Tumor
-0.8
CPT0222730003
Tumor
-1.0
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LUNG CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.